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authorSiCong Li <sicong.li@arm.com>2022-01-28 18:24:39 +0000
committerSiCong Li <sicong.li@arm.com>2022-05-06 15:01:45 +0000
commitb63b1196adea8b07dd8db77c2492a212650deba0 (patch)
treeb264035197873f56c69784bec68cad7041b5d423 /src/core/experimental/dynamic_fusion/WorkloadImpl/ClKernelDescriptors.h
parent3bb72b69566f18ad5c9446d318d2fc2b5f6dba42 (diff)
downloadComputeLibrary-b63b1196adea8b07dd8db77c2492a212650deba0.tar.gz
Integrate Dynamic Fusion patches
* Add public interfaces: * OperatorGraph: Describe a workload that could contain fused kernels * IWorkload: Generic interface for workloads built from OperatorGraph * ClWorkload: OpenCL workloads built from OperatorGraph * ClCompositeOperator: Runtime async operator to execute a ClWorkload * DependencyGraph (will likely be deprecated in later iterations) * Add example * cl_fused_conv2d_elementwise_add.cpp to explain how to use the new interfaces * Add internal translation layer * Refactor ClKernelBuildingAPI * Remove non-tile based gemm native kernel component * Minor interface changes * Add integration tests Resolves COMPMID-5161 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: Ib987ed79289ab0bcbd3130d54f5793408d9f1240 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/7510 Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
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+/*
+ * Copyright (c) 2022 Arm Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#ifndef ENABLE_EXPERIMENTAL_DYNAMIC_FUSION
+#error "This experimental feature must be enabled with -DENABLE_EXPERIMENTAL_DYNAMIC_FUSION"
+#endif /* ENABLE_EXPERIMENTAL_DYNAMIC_FUSION */
+#ifndef ARM_COMPUTE_EXPERIMENTAL_DYNAMICFUSION_CLKERNELDESCRIPTORS_H
+#define ARM_COMPUTE_EXPERIMENTAL_DYNAMICFUSION_CLKERNELDESCRIPTORS_H
+
+#include "arm_compute/core/experimental/OperatorGraph.h"
+
+namespace arm_compute
+{
+namespace experimental
+{
+namespace dynamic_fusion
+{
+struct ClDirectConv2dKernelDescriptor
+{
+ friend bool operator==(const ClDirectConv2dKernelDescriptor &desc0, const ClDirectConv2dKernelDescriptor &desc1)
+ {
+ return desc0.conv2d == desc1.conv2d;
+ }
+ Conv2dDescriptor conv2d{};
+};
+
+struct ClEltwiseAddKernelDescriptor
+{
+ friend bool operator==(const ClEltwiseAddKernelDescriptor &desc0, const ClEltwiseAddKernelDescriptor &desc1)
+ {
+ return desc0.add == desc1.add;
+ }
+ AddDescriptor add{};
+};
+struct ClActivationKernelDescriptor
+{
+ friend bool operator==(const ClActivationKernelDescriptor &, const ClActivationKernelDescriptor &)
+ {
+ return true;
+ }
+};
+
+enum class ClippingStrategy
+{
+ TOP_LEFT,
+ TOP_RIGHT,
+ BOTTOM_LEFT,
+ BOTTOM_RIGHT,
+};
+/** Component: Store */
+struct TileDescriptor
+{
+ Size2D tile_dims{};
+ Size2D boundaries{};
+ ClippingStrategy clipping{ ClippingStrategy::TOP_LEFT };
+
+ TileDescriptor()
+ {
+ }
+
+ TileDescriptor(Size2D dims, const Size2D &bound, const ClippingStrategy &clip)
+ : tile_dims(dims), boundaries(bound), clipping(clip)
+ {
+ }
+
+ bool empty() const
+ {
+ return (tile_dims.area() == 0) || (boundaries.area() == 0);
+ }
+ friend bool operator==(const TileDescriptor &tile0, const TileDescriptor &tile1)
+ {
+ return tile0.tile_dims == tile1.tile_dims && tile0.boundaries == tile1.boundaries && tile0.clipping == tile1.clipping;
+ }
+};
+enum class StoreType
+{
+ VStore,
+ VStorePartial,
+ StoreRow,
+ ConvertStoreRow,
+ StoreBlock,
+ ConvertStoreBlock,
+ StoreRowPartial,
+ StoreBlockPartial,
+ StoreBlockBoundaryAware,
+ StoreVectorSelect,
+ TStoreIndirectWidthSelect
+};
+} // namespace dynamic_fusion
+} // namespace experimental
+} // namespace arm_compute
+#endif //ARM_COMPUTE_EXPERIMENTAL_DYNAMICFUSION_CLKERNELDESCRIPTORS_H \ No newline at end of file